Skip to content
Categorías de proyectos

Aprendizaje automático · GitHub

Explora herramientas para entrenar, evaluar y ejecutar modelos, y compara el interés de la comunidad.

Proyectos útiles de GitHub

4,851 proyectos

ttf-ternary

oguzeldereli

43estrellas

Two-timescale threshold flips (TTF): training and converting ternary {-1,0,1} LLMs without full-precision master weights. ~1 byte of optimizer state per weight; 23B trains on a 16 GB GPU, Qwen3.8-27B converted and recovered on one 24 GB card.

datumaro

open-edge-platform

700estrellas

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

  • CIFAR-10/100 (classification)
  • COCO (image_info, instances, person_keypoints, captions, labels, panoptic, stuff)

kliff

openkim

41estrellas

KIM-based Learning-Integrated Fitting Framework for interatomic potentials.

  • Interacting seamlessly with KIM, the fitted model can be readily used in simulation codes such as LAMMPS and ASE via the KIM API
  • Creating mixed PM and NN models
121estrellas

The Harmonic Algorithm by Oscar South - A Project Spanning Music Analysis, Functional Programming & Machine Learning. Check out the website below for docs, demonstrations and articles, Please leave a star on the repo above if you think this thing looks cool :)

outerloop

outerloop-science

43estrellas

Autoresearch agents that improve your benchmark: independent re-measurement, enforced budgets, results as pull requests

PaddleMaterials

PaddlePaddle

130estrellas
PaddleMaterials preview

An End-to-End Deep Learning Toolkit for Materials Science

  • Property Prediction (PP) - Predict material properties from structure - Forward design or predict formation energy, band gap, elastic moduli etc.
  • Structure Generation (SG) - Generate novel crystal structures - Inverse design or structure generation

DLpisoFoam

pauloacs

26estrellas
DLpisoFoam preview

Machine Learning enhanced CFD solvers: isothermal & thermal fluid flow

  • 🚀 Accelerated simulations: Up to 40% less iterations required to convergence when compared to standard OpenFOAM solvers
  • 🧠 ML-powered: Machine Learning surrogate models enhance pressure Poisson solver
270estrellas
CameraChessWeb preview

Record a chess game live and upload the PGN to Lichess

  • Record: point your camera at the board and the moves are recorded as you play
  • Upload: turn a video of a game into a PGN